Research Catalog

Title

Applied logistic regression / David W. Hosmer, Stanley Lemeshow.

Author

Hosmer, David W.

Publication

New York : Wiley, [2000], ©2000.

Items in the Library & Off-site

Details

Additional Authors

Lemeshow, Stanley.

Description

xii, 373 pages : illustrations; 25 cm.

Series Statement

Wiley series in probability and statistics. Texts and references section

Uniform Title

Wiley series in probability and statistics. Texts and references section.

Subject

Regression analysis

Note

• "A Wiley-Interscience publication."
• "Addendum slip inserted".

Bibliography (note)

• Includes bibliographical references (p. 352-365) and index.

Contents

• 1. Introduction to the Logistic Regression Model. Fitting the Logistic Regression Model. Testing for the Significance of the Coefficients. Confidence Interval Estimation. Other Methods of Estimation -- 2. Multiple Logistic Regression. The Multiple Logistic Regression Model. Fitting the Multiple Logistic Regression Model. Testing for the Significance of the Model. Confidence Interval Estimation. Other Methods of Estimation -- 3. Interpretation of the Fitted Logistic Regression Model. Dichotomous Independent Variable. Polychotomous Independent Variable. Continuous Independent Variable. The Multivariable Model. Interaction and Confounding. Estimation of Odds Ratios in the Presence of Interaction. A Comparison of Logistic Regression and Stratified Analysis for 2 x 2 Tables. Interpretation of the Fitted Values -- 4. Model-Building Strategic and Methods for Logistic Regression. Variable Selection. Stepwise Logistic Regression. Best Subsets Logistic Regression. Numerical Problems --
• 5. Assessing the Fit of the Model. Summary Measures of Goodness-of-Fit. Logistic Regression Diagnostics. Assessment of Fit via External Validation. Interpretation and Presentation of Results from a Fitted Logistic Regression Model -- 6. Application of Logistic Regression with Different Sampling Models. Cohort Studies. Case-Control Studies. Fitting Logistic Regression Models to Data from Complex Sample Surveys -- 7. Logistic Regression for Matched Case-Control Studies. Logistic Regression Analysis for the I-1 Matched Study. An Example of the Use of the Logistic Regression Model in a I-1 Matched Study. Assessment of Fit in a Matched Study. An Example of the Use of the Logistic Regression Model in a I-M Matched Study. Methods for Assessment of Fit in a I-M Matched Study. An Example of Assessment of Fit in a I-M Matched Study -- 8. Special Topics. The Multinominal Logistic Regression Model. Ordinal Logistic Regression Models.
• Logistic Regression Models for the Analysis of Correlated Data. Exact Methods for Logistic Regression Models. Sample Size Issues When Fitting Logistic Regression Models.

ISBN

0471356328 (cloth : alk. paper)

LCCN

00036843

OCLC

• 43929859
• ocm43929859
• SCSB-14174610

Owning Institutions

Columbia University Libraries